Convex vs non-convex estimators for regression and sparse estimation: The Mean Squared Error properties of ARD and GLasso
- Aleksandr Aravkin
- James V. Burke
- et al.
- 2014
- JMLR
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Learning Bayesian network structure: Towards the essential graph by integer linear programming tools
- Milan Studený
- David Haws
- 2014
- International Journal of Approximate Reasoning
DeepQA Jeopardy! gamification: A machine-learning perspective
- Aaron K. Baughman
- Wesley Chuang
- et al.
- 2014
- IEEE T-CIAIG
Measuring affective-cognitive experience and predicting market success
- Hyung-Il Ahn
- Rosalind W. Picard
- 2014
- IEEE Transactions on Affective Computing
Vocabulary harmonisation for biometrics: The development of ISO/IEC 2382 Part 37
- James Wayman
- Rene McIver
- et al.
- 2014
- IET Biometrics
Open problem: The statistical query complexity of learning sparse halfspaces
- Vitaly Feldman
- 2014
- JMLR
A hybrid grid system for a spectral wave model
- N. O'Brien
- E. Ragnoli
- 2014
- Civil-Comp Proceedings
Computational limits for Matrix Completion
- Moritz Hardt
- Raghu Meka
- et al.
- 2014
- JMLR
Fast Matrix Completion without the condition number
- Moritz Hardt
- Mary Wootters
- 2014
- JMLR
Principal component analysis and higher correlations for distributed data
- Ravindran Kannan
- Santosh S. Vempala
- et al.
- 2014
- JMLR